Yuishi Iwasaki

The paper analyzes whole-brain imaging data of C. elegans to decompose neural dynamics and model information flow using time-delay embedding, independent component analysis, and dimensionality reduction techniques.

The paper creates a dataset of neuron expression patterns and positions in C. elegans to improve annotation of whole-brain imaging data.

This study develops an ensemble learning approach for automated annotation of whole-brain C. elegans imaging data, achieving 25% error in neuron annotation.